using MembranePoreTester.Models; using System.Collections.Generic; using System.Linq; namespace MembranePoreTester.Helpers { public static class PoreDistributionAnalysis { public static double CalculateAveragePore( IEnumerable points, string unit, TestLiquid liquid) { var sorted = points.OrderBy(p => p.Pressure).ToList(); if (sorted.Count < 2) return 0; double[] pressures = sorted.Select(p => p.Pressure).ToArray(); double[] dryFlows = sorted.Select(p => p.DryFlow).ToArray(); double[] wetFlows = sorted.Select(p => p.WetFlow).ToArray(); double halfDryFlow = dryFlows.Max() / 2.0; // 找到湿膜流量等于 halfDryFlow 的压力(交点) for (int i = 0; i < wetFlows.Length - 1; i++) { if ((wetFlows[i] <= halfDryFlow && wetFlows[i + 1] >= halfDryFlow) || (wetFlows[i] >= halfDryFlow && wetFlows[i + 1] <= halfDryFlow)) { double p = Interpolation.Linear( new[] { wetFlows[i], wetFlows[i + 1] }, new[] { pressures[i], pressures[i + 1] }, halfDryFlow); return PoreCalculator.PressureToPore(p, unit, liquid); } } return 0; } public static double CalculatePoreRangePercentage( IEnumerable points, string unit, TestLiquid liquid, double lowerPore, double upperPore) { var sorted = points.OrderBy(p => p.Pressure).ToList(); if (sorted.Count < 2) return 0; // 提取有效点(流量 > 0) var wetValid = sorted.Where(p => p.WetFlow > 0).Select(p => (Pressure: p.Pressure, Flow: p.WetFlow)).ToList(); var dryValid = sorted.Where(p => p.DryFlow > 0).Select(p => (Pressure: p.Pressure, Flow: p.DryFlow)).ToList(); if (wetValid.Count < 2 || dryValid.Count < 2) return 0; // 有效压力重叠区间 double minPressure = Math.Max(wetValid.First().Pressure, dryValid.First().Pressure); double maxPressure = Math.Min(wetValid.Last().Pressure, dryValid.Last().Pressure); if (minPressure >= maxPressure) return 0; // 孔径转压力 double pLower = PoreCalculator.PoreToPressure(upperPore, unit, liquid); double pUpper = PoreCalculator.PoreToPressure(lowerPore, unit, liquid); pLower = Math.Max(pLower, minPressure); pUpper = Math.Min(pUpper, maxPressure); if (pUpper <= pLower) return 0; // 在有效点集上插值 double qWetLower = InterpolateOnValid(wetValid, pLower); double qDryLower = InterpolateOnValid(dryValid, pLower); double qWetUpper = InterpolateOnValid(wetValid, pUpper); double qDryUpper = InterpolateOnValid(dryValid, pUpper); if (qDryLower <= 0 || qDryUpper <= 0) return 0; double ratioLow = qWetLower / qDryLower; double ratioHigh = qWetUpper / qDryUpper; double result = (ratioHigh - ratioLow) * 100; return result < 0 ? 0 : result; } // 辅助插值函数:基于有效点列表(已按压力升序) private static double InterpolateOnValid(List<(double Pressure, double Flow)> validPoints, double pressure) { if (validPoints.Count == 0) return 0; if (pressure <= validPoints[0].Pressure) return validPoints[0].Flow; if (pressure >= validPoints[^1].Pressure) return validPoints[^1].Flow; for (int i = 0; i < validPoints.Count - 1; i++) { if (pressure >= validPoints[i].Pressure && pressure <= validPoints[i + 1].Pressure) { double p1 = validPoints[i].Pressure; double f1 = validPoints[i].Flow; double p2 = validPoints[i + 1].Pressure; double f2 = validPoints[i + 1].Flow; return f1 + (f2 - f1) * (pressure - p1) / (p2 - p1); } } return 0; } } }